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Open Access
Peer-reviewed
Research Article
Mobile microscopy and telemedicine platform assisted by deep learning for the quantification of Trichuris trichiura infection
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Elena Dacal ,
Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Validation, Visualization, Writing – original draft, Writing – review & editing
* E-mail: elena@spotlab.ai (ED); david@spotlab.ai (DBP); lin@spotlab.ai (LL); miguel@spotlab.ai (MLO)
¶‡ These authors contributed equally to this work and are considered co-first authors.
Affiliation Spotlab, Madrid, Spain
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David Bermejo-Peláez ,
Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing
* E-mail: elena@spotlab.ai (ED); david@spotlab.ai (DBP); lin@spotlab.ai (LL); miguel@spotlab.ai (MLO)
¶‡ These authors contributed equally to this work and are considered co-first authors.
Affiliation Spotlab, Madrid, Spain
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Lin Lin ,
Roles Conceptualization, Data curation, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing
* E-mail: elena@spotlab.ai (ED); david@spotlab.ai (DBP); lin@spotlab.ai (LL); miguel@spotlab.ai (MLO)
¶‡ These authors contributed equally to this work and are considered co-first authors.
Affiliations Spotlab, Madrid, Spain, Biomedical Image Technologies, ETSI Telecomunicación, Universidad Politécnica de Madrid, Madrid, Spain
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Elisa Álamo,
Roles Conceptualization, Data curation, Investigation, Methodology, Visualization, Writing – review & editing
Affiliation Spotlab, Madrid, Spain
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Daniel Cuadrado,
Roles Conceptualization, Data curation, Investigation, Methodology, Software, Visualization, Writing – review & editing
Affiliation Spotlab, Madrid, Spain
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Álvaro Martínez,
Roles Conceptualization, Data curation, Investigation, Methodology, Software, Visualization, Writing – review & editing
Affiliation Spotlab, Madrid, Spain
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Adriana Mousa,
Roles Conceptualization, Data curation, Investigation, Methodology, Visualization, Writing – review & editing
Affiliation Spotlab, Madrid, Spain
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María Postigo,
Roles Conceptualization, Funding acquisition, Investigation, Methodology, Visualization, Writing – review & editing
Affiliation Spotlab, Madrid, Spain
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Alicia Soto,
Roles Conceptualization, Investigation, Methodology, Visualization, Writing – review & editing
Affiliation Spotlab, Madrid, Spain
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Endre Sukosd,
Roles Conceptualization, Data curation, Investigation, Methodology, Software, Visualization, Writing – review & editing
Affiliation Spotlab, Madrid, Spain
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Alexander Vladimirov,
Roles Conceptualization, Data curation, Investigation, Methodology, Software, Visualization, Writing – review & editing
Affiliation Spotlab, Madrid, Spain
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Charles Mwandawiro,
Roles Investigation, Methodology, Resources, Writing – review & editing
Affiliation Eastern and Southern Africa Center for International Parasite Control (ESACIPAC), Kenya Medical Research Institute (KEMRI), Nairobi, Kenya
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Paul Gichuki,
Roles Investigation, Methodology, Resources, Writing – review & editing
Affiliation Eastern and Southern Africa Center for International Parasite Control (ESACIPAC), Kenya Medical Research Institute (KEMRI), Nairobi, Kenya
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Nana Aba Williams,
Roles Methodology, Writing – review & editing
Affiliation Barcelona Institute for Global Health (ISGlobal), Hospital Clínic-Universitat de Barcelona, Barcelona, Spain
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José Muñoz,
Roles Funding acquisition, Methodology, Writing – review & editing
Affiliation Barcelona Institute for Global Health (ISGlobal), Hospital Clínic-Universitat de Barcelona, Barcelona, Spain
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Stella Kepha,
Roles Funding acquisition, Investigation, Methodology, Resources, Validation, Writing – review & editing
Affiliation Eastern and Southern Africa Center for International Parasite Control (ESACIPAC), Kenya Medical Research Institute (KEMRI), Nairobi, Kenya
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Miguel Luengo-Oroz
Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Supervision, Validation, Visualization, Writing – review & editing
* E-mail: elena@spotlab.ai (ED); david@spotlab.ai (DBP); lin@spotlab.ai (LL); miguel@spotlab.ai (MLO)
Affiliation Spotlab, Madrid, Spain
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Mobile microscopy and telemedicine platform assisted by deep learning for the quantification of Trichuris trichiura infection
- Elena Dacal,
- David Bermejo-Peláez,
- Lin Lin,
- Elisa Álamo,
- Daniel Cuadrado,
- Álvaro Martínez,
- Adriana Mousa,
- María Postigo,
- Alicia Soto,
- Endre Sukosd
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- Published: September 7, 2021
- https://doi.org/10.1371/journal.pntd.0009677